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Energy consumption investigation for a new car-following model considering driver’s memory and average speed of the vehicles

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  • Jin, Zhizhan
  • Yang, Zaili
  • Ge, Hongxia

Abstract

In this paper, a modified car-following model is proposed by taking into account the influence of the average speed effect of vehicles and driver’s memory on traffic flow basing on two velocity difference model (TVDM). The stability conditions are obtained through the linear stability analysis. The time-dependent Ginzburg–Landau (TDGL) equation and the modified Korteweg–de Vries (mKdV) equation are derived in the unstable areas by means of nonlinear analysis, respectively. The TDGL and mKdV equations are constructed to describe the traffic behavior near the critical point. The evolution of traffic congestion and the corresponding energy consumption are discussed. The results from numerical simulations are consistent with the ones from theoretical analysis. It is found that the extended model can not only reduce energy consumption but also enhance the stability of traffic flow.

Suggested Citation

  • Jin, Zhizhan & Yang, Zaili & Ge, Hongxia, 2018. "Energy consumption investigation for a new car-following model considering driver’s memory and average speed of the vehicles," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 506(C), pages 1038-1049.
    • Handle: RePEc:eee:phsmap:v:506:y:2018:i:c:p:1038-1049
    DOI: 10.1016/j.physa.2018.05.034
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    References listed on IDEAS

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    2. Shuxia Yang & Di Zhang & Jing Fu & Shujing Fan & Yu Ji, 2018. "Market Cultivation of Electric Vehicles in China: A Survey Based on Consumer Behavior," Sustainability, MDPI, vol. 10(11), pages 1-23, November.
    3. Wang, Xinke & Zhang, Jian & Li, Honghai & He, Zhengbing, 2023. "A mixed traffic car-following behavior model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 632(P1).
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    5. Ma, Guangyi & Ma, Minghui & Liang, Shidong & Wang, Yansong & Guo, Hui, 2021. "Nonlinear analysis of the car-following model considering headway changes with memory and backward looking effect," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 562(C).

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